What is the precise physiological sequence of events that turns a fresh post-acne red mark into a brownish hyperpigmented spot, and how can early intervention with antioxidants alter this trajectory?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the precise physiological sequence of events that turns a fresh post-acne red mark into a brownish hyperpigmented spot, and how can early intervention with antioxidants alter this trajectory?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
post inflammatory hyperpigmentation acne pathogenesis inflammation reactive oxygen species melanogenesis review antioxidants Google ↗
post inflammatory erythema acne vascular changes post inflammatory hyperpigmentation melanocyte cytokines review Google ↗
- Postinflammatory Hyperpigmentation - StatPearls · ncbi.nlm.nih.gov
- Acne-induced Post-inflammatory Hyperpigmentation: From Grading to Treatment · pmc.ncbi.nlm.nih.gov
- Post-Inflammatory Hyperpigmentation in Dark Skin: Molecular Mechanism and Skincare Implications · pmc.ncbi.nlm.nih.gov
- Cosmeceuticals for hyperpigmentation: An evidence-based review · jcasonline.com
- A practical guide to over‐the‐counter treatments for hyperpigmentation - Jafry - 2024 - JEADV Clinical Practice · onlinelibrary.wiley.com
- A Review of Post-Inflammatory Pigmentation Changes: Pathophysiology, Diagnosis and Treatment · pmc.ncbi.nlm.nih.gov
- Practical management of acne-induced pigmentation: a systematic review | Skin Health and Disease · academic.oup.com
- Postinflammatory Hyperpigmentation - StatPearls · ncbi.nlm.nih.gov
- Effects of Topical Retinoids on Acne and Post-inflammatory Hyperpigmentation in Patients with Skin of Color: A Clinical Review and Implications for Practice | American Journal of Clinical Dermatology · link.springer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
post inflammatory hyperpigmentation acne pathogenesis inflammation reactive oxygen species melanogenesis review antioxidants OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
post inflammatory erythema acne vascular changes post inflammatory hyperpigmentation melanocyte cytokines review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |